Metalearning: Applications to Data Mining (Cognitive Technologies) - Softcover

Brazdil, Pavel

Softcover

ISBN 10: 3642092314 ISBN 13: 9783642092312

Verlag: Springer, 2010

Inhaltsangabe

This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models.

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Críticas

From the reviews:

"There are many techniques available for machine learning from data ... . the problem is: given a set of data, which of the learning systems should one use? The goal of this book is to initiate a study of this problem. ... The mixture of detailed description and overview is well managed. The reader is able to see how the authors’ ideas and work fit into a larger framework. Graduate students looking for thesis topics should read this book." (J. P. E. Hodgson, ACM Computing Reviews, May, 2009)

Reseña del editor

This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2010
• ISBN 10: 3642092314
• ISBN 13: 9783642092312
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 192
• Kontakt zum Hersteller: Nicht verfügbar